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\graphicspath{{../figures/}} % To reference your generated figures, name the PNGs directly. DO NOT CHANGE THIS.

\begin{filecontents}{references.bib}
@book{goodfellow2016deep,
  title={Deep learning},
  author={Goodfellow, Ian and Bengio, Yoshua and Courville, Aaron and Bengio, Yoshua},
  volume={1},
  year={2016},
  publisher={MIT Press}
}
\end{filecontents}

% The \icmltitle you define below is probably too long as a header.
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\icmltitlerunning{
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TITLE HERE
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\begin{document}

\twocolumn[
\icmltitle{
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TITLE HERE
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}

\icmlsetsymbol{equal}{*}

\begin{icmlauthorlist}
\icmlauthor{Anonymous}{yyy}
\icmlauthor{Firstname2 Lastname2}{equal,yyy,comp}
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\icmlaffiliation{yyy}{Department of XXX, University of YYY, Location, Country}

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% You may provide any keywords that you
% find helpful for describing your paper; these are used to populate
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\icmlkeywords{Machine Learning, ICML}

\vskip 0.3in
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\begin{abstract}
%%%%%%%%%ABSTRACT%%%%%%%%%
ABSTRACT HERE
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\end{abstract}

\section{Introduction}
\label{sec:intro}
%%%%%%%%%INTRODUCTION%%%%%%%%%
INTRO HERE
%%%%%%%%%INTRODUCTION%%%%%%%%%

\section{Related Work}
\label{sec:related}
%%%%%%%%%RELATED WORK%%%%%%%%%
RELATED WORK HERE
%%%%%%%%%RELATED WORK%%%%%%%%%

\section{Background}
\label{sec:background}
%%%%%%%%%BACKGROUND%%%%%%%%%
BACKGROUND HERE
%%%%%%%%%BACKGROUND%%%%%%%%%

\section{Method}
\label{sec:method}
%%%%%%%%%METHOD%%%%%%%%%
METHOD HERE
%%%%%%%%%METHOD%%%%%%%%%

\section{Experimental Setup}
\label{sec:experimental_setup}
%%%%%%%%%EXPERIMENTAL SETUP%%%%%%%%%
EXPERIMENTAL SETUP HERE
%%%%%%%%%EXPERIMENTAL SETUP%%%%%%%%%

\section{Experiments}
\label{sec:experiments}
%%%%%%%%%EXPERIMENTS%%%%%%%%%
RESULTS HERE

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\centering
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\label{fig:first_figure}
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\section{Conclusion}
\label{sec:conclusion}
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CONCLUSIONS HERE
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% Authors are \textbf{required} to include a statement of the potential 
% broader impact of their work, including its ethical aspects and future 
% societal consequences. This statement should be in an unnumbered 
% section at the end of the paper (co-located with Acknowledgements -- 
% the two may appear in either order, but both must be before References), 
% and does not count toward the paper page limit. In many cases, where 
% the ethical impacts and expected societal implications are those that 
% are well established when advancing the field of Machine Learning, 
% substantial discussion is not required, and a simple statement such 
% as the following will suffice:
\section*{Impact Statement}
This paper presents work whose goal is to advance the field of 
Machine Learning. There are many potential societal consequences 
of our work, none which we feel must be specifically highlighted here.

\bibliography{references}
\bibliographystyle{icml2025}


% APPENDIX
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\section*{\LARGE Supplementary Material}
\label{sec:appendix}

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\section{Appendix Section}
APPENDIX TEXT
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